{"id":"W1984833269","doi":"10.1080/17425960802433603","title":"We Taught Them about Literacy but What Did They Learn? The impact of a preservice teacher education program on the practices of beginning teachers","year":2008,"lang":"en","type":"article","venue":"Studying Teacher Education","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Literacy; Mathematics education; Pedagogy; Teacher education; Class (philosophy); Variety (cybernetics); Psychology; Teacher preparation; Teaching method; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244571,0.0003449544,0.0003106915,0.0001728979,0.0008309004,0.0005512732,0.0006664477,0.00008909577,0.0007177962],"category_scores_gemma":[0.0007090753,0.0001942634,0.0002269721,0.0002041187,0.0003397653,0.001975939,0.00006786722,0.0006462398,0.00004120363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032253,"about_ca_system_score_gemma":0.001310325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008373949,"about_ca_topic_score_gemma":0.0001412983,"domain_scores_codex":[0.9973494,0.0007453201,0.0006136337,0.0004020269,0.0005242519,0.0003653301],"domain_scores_gemma":[0.9963973,0.0006284477,0.001389611,0.000905711,0.0005910128,0.00008788081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005129646,0.005154805,0.03181987,0.00007032241,0.0001252763,9.393708e-8,0.820848,0.000009706027,0.00004423505,0.0005994003,0.01014901,0.131128],"study_design_scores_gemma":[0.0002590193,0.0003388198,0.09803914,0.0006374686,0.0001749552,0.00001072932,0.8592734,0.0001393019,0.0001377739,0.001247688,0.03942212,0.0003195522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784042,0.002674838,0.000001689393,0.005840493,0.001575219,0.001771536,0.000004786134,0.00008536518,0.009641904],"genre_scores_gemma":[0.9830909,0.0004725549,0.0001405945,0.0002042703,0.00226529,0.0009657054,0.0000733936,0.00005566908,0.01273157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308084,"threshold_uncertainty_score":0.9982294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0832371483376107,"score_gpt":0.361999634696597,"score_spread":0.2787624863589863,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}